Paper Citation Record · LEDGER

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics

As of 20 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2508.12824.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.12824 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:23:20.334761Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T02:09:48.267167Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T02:11:15.704092Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy11
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c8886b0-e2ca-411c-ba04-359416ec533d · outbound

This paper cites 4" FUNCTION default.is.dash.repeated.names #1 FUNCTION default.name.format.string.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics 4" FUNCTION default.is.dash.repeated.names #1 FUNCTION default.name.format.string

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:31.777880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a4a636bf-d6e6-47d0-a775-d7ef4c3e391f · outbound

This paper cites write newline.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T19:23:16.464747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 057c386a-ec40-4ea5-b5b1-250f0f3eaa47 · outbound

This paper cites Thenius, W.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Thenius, W

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:31.422474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 33a74184-4009-401c-a78b-f80a22e23597 · outbound

This paper cites Gogoi, N.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Gogoi, N

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:31.166227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bc04ec4d-3c37-4b0d-9012-dc8579b2ae7d · outbound

This paper cites Rajewicz, C.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Rajewicz, C

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:30.714903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 515926e1-1c70-4bdb-b2ba-ab61142f1582 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:30.474752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c158b486-87b6-4327-a466-f99eb5b77cdf · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:30.224749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab932286-591a-4613-afed-5c31805e76cc · outbound

This paper cites Underwater Image Restoration via Polymorphic Large Kernel CNNs.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Underwater Image Restoration via Polymorphic Large Kernel CNNs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T19:23:17.066405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71eff780-7f00-44fc-9112-c190cba47ba4 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:30.014751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 599881a4-a8ec-4c83-bf4b-d66a04a1708a · outbound

This paper cites Atapour-Abarghouei, G.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Atapour-Abarghouei, G

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:29.734743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78c83c1b-88d3-474a-9ec5-59dd9c179bca · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:29.530659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0703e3a3-c9e7-41d5-a720-e959efc09288 · outbound

This paper cites Dzier \.z y \'n ska-Bia o \'n czyk,.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Dzier \.z y \'n ska-Bia o \'n czyk,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:29.074755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0da31c76-fe1f-4875-a71e-e4ec920857a0 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:28.646729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 13e0ae46-e149-4c18-863b-8a848ef4ceb5 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:28.194751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 90d0010a-75a1-432a-bbc7-9f1bc4658549 · outbound

This paper cites Akkaynak and T.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Akkaynak and T

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:27.835033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9d65460c-61e8-4e3c-a3d5-46d87e502520 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:27.284772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d429ddf0-9f2f-4756-8d47-fc9da2ff6830 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:26.894749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02e09661-7d19-43cf-9f67-f33b24ac69e4 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:26.601307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f70f7ce4-c72d-4474-98d7-9efd4c59c191 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:26.235371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fba07cda-28a5-45b2-b570-d82be53c70e3 · outbound

This paper cites Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T19:23:18.301852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fcace17-87e6-4f99-ae8a-5ac73e489723 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:25.844797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7d82c6ff-7102-453d-b473-87693ff39f06 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:25.482823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e71db58-6303-463c-ae73-c4f3cf864b29 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:25.193594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b029d261-5f9a-482a-be25-28e4889d57f8 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:24.924743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d77a2626-6628-4ba6-8175-5dfa22637847 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:24.614744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 370e79b0-e5d2-4747-88f4-e820e255d202 · outbound

This paper cites Cho, S.-W.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Cho, S.-W

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:24.244895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9bba9e3c-339e-4130-b09e-79f5eece5603 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:23.935494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64414e82-984f-4227-8dfd-fb0270fc14bb · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:23.734754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 559ed3b1-e4ec-4614-9183-1ceb5436163e · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T19:23:19.155001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0714f408-12ee-4bf8-985f-5199e1c5ff96 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:23.475834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 687da9c3-14f4-428b-9b85-0e9c0e538346 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:23.233840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d4dba005-bff0-4108-8a6f-726bfd41bdde · outbound

This paper cites Zhang, L.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Zhang, L

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:22.973622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 709a1699-3d7b-4021-b2a8-71ba54d221b0 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:22.662358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c5abec4-a8c2-4ac2-870d-63f6a054a817 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:22.435992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a93b10c0-b9ce-481c-a159-d28ac0c04dfb · outbound

This paper cites Ma and C.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Ma and C

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:22.174172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ed43ca0-6e5c-43df-a6f8-4232c516f435 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:21.823006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f7b4dea-5be5-4f8e-8088-712a00ea2b57 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:21.561213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 66d03950-4095-4a69-bd5c-65226b2fc9f3 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:21.389300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aac2b5a3-ae5c-40c4-b9cb-895385b38e12 · outbound

This paper cites Huang, K.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Huang, K

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:23:21.079900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cbe0e7f7-b5c6-4d8e-9ad6-14bee14cf400 · outbound

This paper cites an unresolved cited work.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:23:20.924920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 09a25275-29f8-46a9-bfca-faac2150cb4b · inbound

UIESNN: A Scale-Aware Spiking Network for Underwater Image Enhancement cites this paper.

UIESNN: A Scale-Aware Spiking Network for Underwater Image Enhancement DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:11:15.706117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.